Indeed, Russia cannot afford to lose this war. Putin has made it clear that this war is "existential" for Russia, and the Russian nuclear posture dictates that nuclear weapons can and should be used in the event that Russia faces an "existential defeat".
It is therefore in the entire world's interest that Russia win this war conventionally, lest a nuclear conflict ensue.